Viral Scout
Public demo with sample data: two example businesses, real public YouTube posts. Read-only. Source on GitHub
← language-school: viral posts

language-school · Ads

The ads that keep running in this niche: competitors and the category. Long-running ads and ads with many variants are the likely winners. Scores are proxies (days running, variants, reach where published), not spend or ROAS.

Online English school for adult beginners. Short selfie-style lessons filmed on a phone: everyday phrases, pronunciation, plain-vs-native English, with humour.

No ads run yet. Add an ads: block to the profile, then run python -m viral_scout ads language-school. Sources without keys are listed as skipped; see the Setup page and docs/ads-scout.md.